SEPTEMBER 19, 2024 Journal Article Real-Time Tracking of Structural Evolution in 2D MXenes using Theory-Enhanced Machine Learning ( Read More )
SEPTEMBER 19, 2024 Journal Article QC-GN2oMS2: a Graph Neural Net for High Resolution Mass Spectra Prediction ( Read More )
SEPTEMBER 19, 2024 Journal Article A Machine Learning Bias Correction of Large-scale Environment of High-Impact Weather Systems in E3SM Atmosphere Model ( Read More )
SEPTEMBER 19, 2024 Conference Paper Three-Stage Adjusted Regression Forecasting for Software Defect Prediction ( Read More )
SEPTEMBER 19, 2024 Journal Article Identifying Sample Provenance from SEM/EDS Automated Particle Analysis via Few-shot Learning coupled with Similarity Graph Clustering ( Read More )
SEPTEMBER 19, 2024 Conference Paper Event-to-Video Conversion for Overhead Object Detection ( Read More )
SEPTEMBER 19, 2024 Journal Article Optimizing Parameter Learning and Calibration in an Integrated Hydrological Model: Impact of Observation Length and Information ( Read More )
AUGUST 7, 2024 Conference Paper GOLEM: GOld standard for Learning and Evaluation of Motifs ( Read More )
AUGUST 7, 2024 Journal Article Machine Learning Analysis of Impact of Western US Fires on Central US Hailstorms ( Read More )
AUGUST 6, 2024 Conference Paper DS-GL: Advancing Graph Learning via Harnessing the Power of Nature within Dynamic Systems ( Read More )
AUGUST 6, 2024 Conference Paper Picasso: Memory-Efficient Graph Coloring Using Palettes With Applications in Quantum Computing ( Read More )
AUGUST 6, 2024 Conference Paper Evaluating Emerging AI/ML Accelerators: IPU, RDU, and and NVIDIA/AMD GPUs ( Read More )
AUGUST 2, 2024 Journal Article Accelerating Computational Materials Discovery with Machine Learning and Cloud High-Performance Computing: from Large-Scale Screening to Experimental Validation ( Read More )
JULY 31, 2024 Journal Article Rethinking Skip Connections in Spiking Neural Networks with Time-To-First-Spike Coding ( Read More )
JULY 26, 2024 Journal Article A multifidelity approach to continual learning for physical systems ( Read More )
JULY 26, 2024 Conference Paper Understanding the Inner-Workings of Language Models Through Representation Dissimilarity ( Read More )
JULY 26, 2024 Conference Paper Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design ( Read More )
JULY 26, 2024 Journal Article GraMeR: Graph Meta Reinforcement Learning for Multi-Objective Influence Maximization ( Read More )
JULY 26, 2024 Journal Article Development of a full-scale connected U-Net for reflectivity inpainting in spaceborne radar blind zones ( Read More )
JULY 26, 2024 Journal Article A Quantum-Classical Collaborative Training Architecture Based on Quantum State Fidelity ( Read More )